Machine learning and data analytics for the IoT

E Adi, A Anwar, Z Baig, S Zeadally - Neural computing and applications, 2020 - Springer
analysis of the integration of machine learning with the IoT … of machine learning for
processing and analysis of IoT data. We propose a novel framework for data analytics on IoT data

[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - Digital Communications …, 2018 - Elsevier
analysis of this big data are the key to developing smart IoT applications. This article assesses
the various machine learning … the challenges presented by IoT data by considering smart …

IoT data analytics in dynamic environments: From an automated machine learning perspective

L Yang, A Shami - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
… can be applied to IoT data analytics problems to address the … IoT data analytics field. Other
existing review or survey papers only discuss either AutoML techniques or IoT data analytics

[HTML][HTML] Machine learning-enabled internet of things (iot): Data, applications, and industry perspective

J Bzai, F Alam, A Dhafer, M Bojović, SM Altowaijri… - Electronics, 2022 - mdpi.com
IoT data sources, data storage platforms, and the three types of data challenges with a specific
focus on machine learning. … the IoT paradigm from its application area to data analytics

Big data analytics in bioinformatics: A machine learning perspective

H Kashyap, HA Ahmed, N Hoque, S Roy… - arXiv preprint arXiv …, 2015 - arxiv.org
… However, it should be noted that not all data, that we … well as those developed for handling
big data, are discussed in the … issues in big data analytics using machine learning methods. …

Recent advances in big data analytics, internet of things and machine learning

RJ Martis, VP Gurupur, H Lin, A Islam… - Future Generation …, 2018 - Elsevier
… systems, and aid creativity in the areas of big data analytics, Internet of Things, and machine
learning. It is our perspective that many of these experiments and topics described in this …

Deep learning for IoT big data and streaming analytics: A survey

M Mohammadi, A Al-Fuqaha, S Sorour… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
machine learning for IoT, we review the stateof-the-art DL methods and their applicability
in the IoT domain both for big data and streaming data analytics. • We review a wide range of …

Big data analytics and machine learning: A retrospective overview and bibliometric analysis

JZ Zhang, PR Srivastava, D Sharma… - Expert Systems with …, 2021 - Elsevier
… Keywords co-occurrences measured in terms of total link strength are found to be high
between data analytics cloud computing and the IoT (violet circles) while terms like ‘big …

[HTML][HTML] A comprehensive survey on machine learning-based big data analytics for IoT-enabled smart healthcare system

W Li, Y Chai, F Khan, SRU Jan, S Verma… - Mobile networks and …, 2021 - Springer
… Although, big data analytics and machine learning are … techniques for big data analysis in
the IoT healthcare sector. In … application of machine learning techniques for big data analysis in …

[HTML][HTML] Machine learning algorithms for smart data analysis in internet of things environment: taxonomies and research trends

MH Alsharif, AH Kelechi, K Yahya, SA Chaudhry - Symmetry, 2020 - mdpi.com
machine learning techniques that are considered the main pillars of … IoT smart data analysis.
Obtaining optimal results in smart data analysis requires an in-depth understanding of data